Basic Statistics

Raw Counts

Name Value
Rows 523
Columns 39
Discrete columns 39
Continuous columns 0
All missing columns 0
Missing observations 784
Complete Rows 108
Total observations 20,397
Memory allocation 200 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Bar Chart (by frequency)

## 6 columns ignored with more than 50 categories.
## V5: 93 categories
## V11: 523 categories
## V17: 64 categories
## V18: 64 categories
## V24: 71 categories
## V27: 64 categories

Correlation Analysis

## 10 features with more than 20 categories ignored!
## V5: 55 categories
## V11: 108 categories
## V17: 32 categories
## V18: 32 categories
## V20: 31 categories
## V24: 53 categories
## V26: 30 categories
## V27: 32 categories
## V28: 30 categories
## V30: 33 categories

Principal Component Analysis

## 3 features with more than 50 categories ignored!
## V5: 55 categories
## V11: 108 categories
## V24: 53 categories